On the Performance Evaluation of IaaS Cloud Services With System-Level Benchmarks

被引:3
作者
Ahuja, Sanjay P. [1 ]
Deval, Niharika [2 ]
机构
[1] Univ North Florida, Sch Comp, Comp & Informat Sci, Jacksonville, FL 32224 USA
[2] Univ North Florida, Sch Comp, Jacksonville, FL USA
关键词
Benchmarking; Infrastructure-as-a-Service; Performance; Performance Variability;
D O I
10.4018/IJCAC.2018010104
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Infrastructure-as-a-service is a cloud service model that allows customers to outsource computing resources such as servers and storage. This article evaluates four IaaS cloud services - Amazon EC2, Microsoft Azure, Google Compute Engine and Rackspace Cloud in a vendor-neutral approach with regards to system parameter usage including server, file I/O and network utilization. Thus, system-level benchmarking provides objective comparison of cloud providers from performance standpoint. Unixbench, Dbench and Iperf are the System-level benchmarks chosen to test the performance of server, file I/O and network respectively. In order to capture the variation in performance, the tests were performed at different times on weekdays and weekends. With each offering, the benchmarks are tested on different configurations to provide an insight to the cloud users in selection of provider followed by appropriate VM sizing according to the workload requirement. In addition to the performance evaluation, price-per-performance value of all the providers is also examined and compared.
引用
收藏
页码:80 / 96
页数:17
相关论文
共 13 条
[1]   Enhanced Trust Path between Two Entities in Cloud Computing Environment [J].
Divakarla, Usha ;
Chandrasekaran, K. .
INTERNATIONAL JOURNAL OF CLOUD APPLICATIONS AND COMPUTING, 2016, 6 (03) :15-31
[2]   TrimCloud: An Analysis of a SaaS Hypervisor Solution to Traditional VDIs [J].
Gomez, Beatriz .
INTERNATIONAL JOURNAL OF CLOUD APPLICATIONS AND COMPUTING, 2015, 5 (01) :46-57
[3]  
Gupta BB, 2017, INT J CLOUD APPL COM, V7, P1, DOI 10.4018/IJCAC.2017010101
[4]  
Kajeepeta S., 2010, COMPUTERWORLD, V12
[5]  
Kihal S. E., 2012, PRICE COMP INFRASTRU
[6]   Patterns in the Chaos-A Study of Performance Variation and Predictability in Public IaaS Clouds [J].
Leitner, Philipp ;
Cito, Juergen .
ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2016, 16 (03)
[7]  
Lenk A., 2011, Proceedings of the 2011 IEEE 4th International Conference on Cloud Computing (CLOUD 2011), P484, DOI 10.1109/CLOUD.2011.80
[8]  
Nottingham C., SIZES VIRTUAL MACHIN
[9]  
Platform G. C., MACHINE TYPES COMPUT
[10]  
Rackspace, VIRT CLOUD SERV POW